--------------------------------------------------------------------------------------------------------
      name:  <unnamed>
       log:  C:\Users\mitch\Dropbox\BLW\POP\Searching for a Bright Line\Replication Materials\Logs/BLW-f
> igures 1,4,7,8,9,10.log
  log type:  text
 opened on:   4 Dec 2018, 21:53:21

. 
. * Extract relevant data from V-Dem
. * The data originate in V-Dem dataset Version 8, available from https://www.v-dem.net/en/data/data-ver
> sion-8/
. * The particular file used is included in the archive Country_Year_V-Dem_Extended_STATA_v8
. * 
. * use "Data/V-Dem-CY+Others-v8.dta", clear
. * keep if country_text_id=="USA"
. * keep year v2x_libde*
. * gen VDEM_US = v2x_libdem * 100
. * gen VDEM_US_ll = (v2x_libdem-(1.96*v2x_libdem_sd)) * 100
. * gen VDEM_US_ul = (v2x_libdem+(1.96*v2x_libdem_sd)) * 100
. * keep year VDEM_U*
. * list
. * save "Data/V-Dem-CY-Core-v8-for-merge.dta", replace
. 
. *open BLW experts data
. 
. use "Data/BLW_Expert_Waves123456.dta", clear
( )

. 
. egen USrating_w3_all=mean(USrating) if wave==3
(5375 missing values generated)

. drop US_2017

. gen US_2017=USrating_w3 if wave==3 /*replace with final expert survey of 2017*/
(5,375 missing values generated)

. gen US_2018=USrating if wave==6 /*replace with most recent expert survey of 2018*/
(5,767 missing values generated)

. 
. foreach var of varlist US* {
  2. gen SE`var'=`var'
  3. }
(5,370 missing values generated)
(5,371 missing values generated)
(5,402 missing values generated)
(5,433 missing values generated)
(5,462 missing values generated)
(5,480 missing values generated)
(5,513 missing values generated)
(5,515 missing values generated)
(5,523 missing values generated)
(109 missing values generated)
(5,375 missing values generated)
(5,375 missing values generated)
(5,767 missing values generated)

. 
. collapse (mean) US* (semean) SEUS* 

. gen id=_n

. reshape long US_, i(id) j(year)
(note: j = 1800 1850 1900 1950 1975 1985 1995 2005 2015 2017 2018)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                        1   ->      11
Number of variables                  27   ->      18
j variable (11 values)                    ->   year
xij variables:
            US_1800 US_1850 ... US_2018   ->   US_
-----------------------------------------------------------------------------

. rename US_ BLW_US

. 
. sort year

. merge 1:1 year using "Data/V-Dem-CY-Core-v8-for-merge.dta"
(note: variable year was int, now double to accommodate using data's values)

    Result                           # of obs.
    -----------------------------------------
    not matched                           220
        from master                         1  (_merge==1)
        from using                        219  (_merge==2)

    matched                                10  (_merge==3)
    -----------------------------------------

. tab _merge

                 _merge |      Freq.     Percent        Cum.
------------------------+-----------------------------------
        master only (1) |          1        0.43        0.43
         using only (2) |        219       95.22       95.65
            matched (3) |         10        4.35      100.00
------------------------+-----------------------------------
                  Total |        230      100.00

. drop _merge

. sort year

. 
. gen BLW_US_ul=.
(230 missing values generated)

. replace BLW_US_ul=BLW_US+(1.96*SEUS_1800) if year==1800
(1 real change made)

. replace BLW_US_ul=BLW_US+(1.96*SEUS_1850) if year==1850
(1 real change made)

. replace BLW_US_ul=BLW_US+(1.96*SEUS_1900) if year==1900
(1 real change made)

. replace BLW_US_ul=BLW_US+(1.96*SEUS_1950) if year==1950
(1 real change made)

. replace BLW_US_ul=BLW_US+(1.96*SEUS_1975) if year==1975
(1 real change made)

. replace BLW_US_ul=BLW_US+(1.96*SEUS_1985) if year==1985
(1 real change made)

. replace BLW_US_ul=BLW_US+(1.96*SEUS_1995) if year==1995
(1 real change made)

. replace BLW_US_ul=BLW_US+(1.96*SEUS_2005) if year==2005
(1 real change made)

. replace BLW_US_ul=BLW_US+(1.96*SEUS_2015) if year==2015
(1 real change made)

. replace BLW_US_ul=BLW_US+(1.96*SEUS_2017) if year==2017
(1 real change made)

. replace BLW_US_ul=BLW_US+(1.96*SEUS_2018) if year==2018
(1 real change made)

. 
. gen BLW_US_ll=.
(230 missing values generated)

. replace BLW_US_ll=BLW_US-(1.96*SEUS_1800) if year==1800
(1 real change made)

. replace BLW_US_ll=BLW_US-(1.96*SEUS_1850) if year==1850
(1 real change made)

. replace BLW_US_ll=BLW_US-(1.96*SEUS_1900) if year==1900
(1 real change made)

. replace BLW_US_ll=BLW_US-(1.96*SEUS_1950) if year==1950
(1 real change made)

. replace BLW_US_ll=BLW_US-(1.96*SEUS_1975) if year==1975
(1 real change made)

. replace BLW_US_ll=BLW_US-(1.96*SEUS_1985) if year==1985
(1 real change made)

. replace BLW_US_ll=BLW_US-(1.96*SEUS_1995) if year==1995
(1 real change made)

. replace BLW_US_ll=BLW_US-(1.96*SEUS_2005) if year==2005
(1 real change made)

. replace BLW_US_ll=BLW_US-(1.96*SEUS_2015) if year==2015
(1 real change made)

. replace BLW_US_ll=BLW_US-(1.96*SEUS_2017) if year==2017
(1 real change made)

. replace BLW_US_ll=BLW_US-(1.96*SEUS_2018) if year==2018
(1 real change made)

. 
. gen fake1=.
(230 missing values generated)

. gen fake2=.
(230 missing values generated)

. 
. *Figure 1
. twoway (rspike VDEM_US_ul VDEM_US_ll year, graphregion(color(white)) bgcolor(white) ///
> fcolor(white) color(white) lcolor(gs12) lpattern(solid)) (connected VDEM_US year, lpattern(solid) lcol
> or(gs8) mcolor(gs8) msymbol(o) ///
> msize(*.25)) (connected BLW_US year, msize(*.25) lpattern(dash) scheme(plotplain) legend(order(5 6) la
> b(5 "V-Dem") lab(6 "BLW")) ylabel(0(20)100) ///
> xmtick(1775(50)2025) xtitle("") msymbol(d) mcolor(black) title("U.S. democratic performance") subtitle
> ("Expert ratings: 1789-2018",size(*.8))) ///
> (rspike BLW_US_ul BLW_US_ll year,lcolor(black)) (connected fake1 year, lcolor(gs8) mcolor(gs8) msymbol
> (o) msize(*.25)  lpattern(solid))  ///
> (connected fake2 year, lcolor(black) msize(*.25) mcolor(black) msymbol(d) lpattern(dash)) 
(note: scheme plotplain not found, using s2color)

. 
. graph export "Figures/fig1.png", width(2000) replace
(file Figures/fig1.png written in PNG format)

. graph export "Figures/fig1.tif", width(10000) replace
(file Figures/fig1.tif written in TIFF format)

. 
. * rm "Data/V-Dem-CY-Core-v8-for-merge.dta"
. 
. 
. 
. use "Data/BLW_Expert_Waves123456.dta", clear
( )

. 
. gen id=_n

. reshape long perf_, i(id) j(statement) string
(note: j = ban_ideology candidates_disclose common_und compromise contributions democracy_today district
> s election_fraud equal_rights expand_executive foreign_influence free_speech funds_transparent investi
> gations journalists judicial_ind judiciary_check legislature_check misconduct monitor_opponents opinio
> ns participation patriotism private_gain private_violence protest restraint science votes_impact votin
> g_rights)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                     6430   ->  192900
Number of variables                 190   ->     162
j variable (30 values)                    ->   statement
xij variables:
perf_ban_ideology perf_candidates_disclose ... perf_voting_rights->perf_
-----------------------------------------------------------------------------

. 
. *substitute in clean labels
. drop if statement=="restraint" | statement=="democracy_today" | statement=="science"
(19,290 observations deleted)

. replace statement="All parties allowed" if statement=="ban_ideology"
(6,430 real changes made)

. replace statement="Free speech" if statement=="free_speech"
(6,430 real changes made)

. replace statement="Fraud-free elections" if statement=="election_fraud"
variable statement was str19 now str20
(6,430 real changes made)

. replace statement="Protest tolerated" if statement=="protest"
(6,430 real changes made)

. replace statement="Judiciary can limit executive" if statement=="judiciary_check"
variable statement was str20 now str29
(6,430 real changes made)

. replace statement="Opinions heard on policy" if statement=="opinions"
(6,430 real changes made)

. replace statement="Judicial independence" if statement=="judicial_ind" | statement=="judicial_independ
> ence"
(6,430 real changes made)

. replace statement="No interference with press" if statement=="journalists"
(6,430 real changes made)

. replace statement="Agencies do not punish" if statement=="monitor_opponents"
(6,430 real changes made)

. replace statement="No political violence" if statement=="private_violence"
(6,430 real changes made)

. replace statement="Legislature can limit executive" if statement=="legislature_check"
variable statement was str29 now str31
(6,430 real changes made)

. replace statement="Investigations not compromised" if statement=="investigations"
(6,430 real changes made)

. replace statement="Sanctions for misconduct" if statement=="misconduct"
(6,430 real changes made)

. replace statement="Equal political/legal rights" if statement=="equal_rights"
(6,430 real changes made)

. replace statement="Equal voting rights" if statement=="voting_rights"
(6,430 real changes made)

. replace statement="No foreign influence" if statement=="foreign_influence"
(6,430 real changes made)

. replace statement="No private gains from office" if statement=="private_gain"
(6,430 real changes made)

. replace statement="Campaign funds transparent" if statement=="funds_transparent"
(6,430 real changes made)

. replace statement="Votes have equal impact" if statement=="votes_impact"
(6,430 real changes made)

. replace statement="Patriotism not questioned" if statement=="patriotism"
(6,430 real changes made)

. replace statement="Common understanding of facts" if statement=="common_und" | statement=="common_unde
> rstanding"
(6,430 real changes made)

. replace statement="Contribs not determine policy" if statement=="contributions" | statement=="contribu
> tions_determine"
(6,430 real changes made)

. replace statement="Participation high" if statement=="participation"
(6,430 real changes made)

. replace statement="Compromise sought" if statement=="compromise"
(6,430 real changes made)

. replace statement="Districts not biased" if statement=="districts"
(6,430 real changes made)

. replace statement="Constitution limits executive" if statement=="expand_executive"
(6,430 real changes made)

. replace statement="Candidates disclose info" if statement=="candidates_disclose" 
(6,430 real changes made)

. 
. *create binary measure
. gen binaryperf=.
(173,610 missing values generated)

. replace binaryperf=0 if (perf_==1 | perf_==2)
(46,847 real changes made)

. replace binaryperf=1 if (perf_==3 | perf_==4)
(44,437 real changes made)

. 
. su binaryperf if statement=="Opinions heard on policy" & wave==6

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
  binaryperf |        347    .7608069    .4272069          0          1

. su binaryperf if statement=="Fraud-free elections" & wave==6

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
  binaryperf |        331     .755287    .4305678          0          1

. su binaryperf if statement=="Legislature can limit executive" & wave==6

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
  binaryperf |        354    .3531073    .4786122          0          1

. su binaryperf if statement=="Sanctions for misconduct" & wave==6

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
  binaryperf |        341    .3519062    .4782667          0          1

. 
. preserve

. gen altbinaryperf=0

. replace altbinaryperf=1 if (perf_==3 | perf_==4)
(44,437 real changes made)

. 
. collapse (mean) binaryperf altbinaryperf,by(statement) 

. gsort - altbinaryperf

. list

     +-------------------------------------------------------+
     |                       statement   binary~f   altbin~f |
     |-------------------------------------------------------|
  1. |            Fraud-free elections   .8482233   .5197512 |
  2. |             All parties allowed   .8460358   .5144634 |
  3. |                     Free speech   .8052275   .4982893 |
  4. |   Judiciary can limit executive   .7663169   .4656298 |
  5. |           No political violence   .6731707   .4077761 |
     |-------------------------------------------------------|
  6. |           Judicial independence   .6357748   .3968896 |
  7. |      No interference with press   .6416709   .3965786 |
  8. |          Agencies do not punish    .619279   .3766719 |
  9. |               Protest tolerated    .798688   .3029549 |
 10. | Legislature can limit executive   .4815857    .292846 |
     |-------------------------------------------------------|
 11. |   Constitution limits executive   .4739312   .2827372 |
 12. |        Opinions heard on policy   .7495861   .2816485 |
 13. |        Sanctions for misconduct   .4431472   .2715397 |
 14. |    Equal political/legal rights   .4069709   .2524106 |
 15. |        Candidates disclose info   .6657013   .2502333 |
     |-------------------------------------------------------|
 16. |             Equal voting rights   .3876008   .2391913 |
 17. |            No foreign influence   .3935317   .2365474 |
 18. |    No private gains from office   .2817045   .1716952 |
 19. |  Investigations not compromised   .4533503   .1662519 |
 20. |         Votes have equal impact   .2517623    .155521 |
     |-------------------------------------------------------|
 21. |      Campaign funds transparent   .3363192   .1284603 |
 22. |       Patriotism not questioned   .1644245   .1026439 |
 23. |   Contribs not determine policy   .1544417   .0589425 |
 24. |   Common understanding of facts   .1089796   .0415241 |
 25. |              Participation high   .1008575   .0384137 |
     |-------------------------------------------------------|
 26. |               Compromise sought   .0928717   .0354588 |
 27. |            Districts not biased   .0678105   .0258165 |
     +-------------------------------------------------------+

. restore

. 
. *create ordering variable
. bysort wave statement: egen meanbinaryperf=mean(binaryperf) if wave==3
(145125 missing values generated)

. bysort statement: egen meanbinaryperf2=mean(meanbinaryperf)

. 
. bysort wave statement: egen meanbinaryperf6=mean(binaryperf) if wave==6
(155277 missing values generated)

. bysort statement: egen meanbinaryperf62=mean(meanbinaryperf6)

. 
. separate binaryperf,by(wave)

              storage   display    value
variable name   type    format     label      variable label
--------------------------------------------------------------------------------------------------------
binaryperf1     byte    %9.0g                 binaryperf, wave == 1
binaryperf2     byte    %9.0g                 binaryperf, wave == 2
binaryperf3     byte    %9.0g                 binaryperf, wave == 3
binaryperf4     byte    %9.0g                 binaryperf, wave == 4
binaryperf5     byte    %9.0g                 binaryperf, wave == 5
binaryperf6     byte    %9.0g                 binaryperf, wave == 6

. 
. preserve

. gen wt=1

. drop expert

. gen expert=1

. rename statement statement2

. keep wave expert wt binaryperf statement2 

. save "Data/expert-perf.dta", replace
(note: file Data/expert-perf.dta not found)
file Data/expert-perf.dta saved

. restore

. 
. preserve

. 
. gen point=.
(173,610 missing values generated)

. gen ll=.
(173,610 missing values generated)

. gen ul=.
(173,610 missing values generated)

. egen statementnum=group(statement)

. forval i=1/27 {
  2. reg binaryperf i.wave if (wave==3 | wave==6) & statementnum==`i'
  3. matrix A=r(table)
  4. replace point=A[1,2] if statementnum==`i'
  5. replace ll=A[5,2] if statementnum==`i'
  6. replace ul=A[6,2] if statementnum==`i'
  7. }

      Source |       SS           df       MS      Number of obs   =       828
-------------+----------------------------------   F(1, 826)       =      4.46
       Model |   1.0233592         1   1.0233592   Prob > F        =    0.0351
    Residual |  189.725433       826  .229691808   R-squared       =    0.0054
-------------+----------------------------------   Adj R-squared   =    0.0042
       Total |  190.748792       827  .230651502   Root MSE        =    .47926

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0706943   .0334921    -2.11   0.035     -.136434   -.0049546
       _cons |   .6717724   .0224189    29.96   0.000     .6277677    .7157772
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       826
-------------+----------------------------------   F(1, 824)       =      0.21
       Model |  .025240727         1  .025240727   Prob > F        =    0.6443
    Residual |  97.5159215       824  .118344565   R-squared       =    0.0003
-------------+----------------------------------   Adj R-squared   =   -0.0010
       Total |  97.5411622       825  .118231712   Root MSE        =    .34401

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |   -.011191   .0242322    -0.46   0.644     -.058755     .036373
       _cons |   .8679245   .0157512    55.10   0.000     .8370072    .8988418
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       844
-------------+----------------------------------   F(1, 842)       =      0.17
       Model |  .036793157         1  .036793157   Prob > F        =    0.6779
    Residual |  179.483349       842  .213163122   R-squared       =    0.0002
-------------+----------------------------------   Adj R-squared   =   -0.0010
       Total |  179.520142       843  .212953905   Root MSE        =     .4617

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |   .0133105   .0320381     0.42   0.678    -.0495735    .0761945
       _cons |   .3010526   .0211841    14.21   0.000     .2594729    .3426324
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       821
-------------+----------------------------------   F(1, 819)       =      1.14
       Model |  .259048558         1  .259048558   Prob > F        =    0.2864
    Residual |  186.413302       819   .22761087   R-squared       =    0.0014
-------------+----------------------------------   Adj R-squared   =    0.0002
       Total |  186.672351       820  .227649208   Root MSE        =    .47709

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |   .0357564   .0335165     1.07   0.286    -.0300321    .1015448
       _cons |   .6345733   .0223171    28.43   0.000     .5907678    .6783788
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       809
-------------+----------------------------------   F(1, 807)       =      5.51
       Model |   .52631933         1   .52631933   Prob > F        =    0.0192
    Residual |  77.1176856       807  .095560949   R-squared       =    0.0068
-------------+----------------------------------   Adj R-squared   =    0.0055
       Total |  77.6440049       808  .096094066   Root MSE        =    .30913

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |   -.051555   .0219678    -2.35   0.019    -.0946757   -.0084342
       _cons |   .1295896   .0143665     9.02   0.000     .1013896    .1577897
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       845
-------------+----------------------------------   F(1, 843)       =      0.70
       Model |  .048319405         1  .048319405   Prob > F        =    0.4033
    Residual |  58.2546392       843  .069103961   R-squared       =    0.0008
-------------+----------------------------------   Adj R-squared   =   -0.0004
       Total |  58.3029586       844  .069079335   Root MSE        =    .26288

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |   .0152921   .0182876     0.84   0.403    -.0206026    .0511868
       _cons |   .0680412   .0119366     5.70   0.000     .0446123    .0914702
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       767
-------------+----------------------------------   F(1, 765)       =     35.77
       Model |  8.51071376         1  8.51071376   Prob > F        =    0.0000
    Residual |  182.026444       765  .237943064   R-squared       =    0.0447
-------------+----------------------------------   Adj R-squared   =    0.0434
       Total |  190.537158       766  .248743026   Root MSE        =    .48779

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.2122421   .0354883    -5.98   0.000    -.2819081   -.1425761
       _cons |   .5534884   .0235235    23.53   0.000     .5073101    .5996667
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       821
-------------+----------------------------------   F(1, 819)       =      0.34
       Model |  .035206154         1  .035206154   Prob > F        =    0.5580
    Residual |   83.972102       819  .102530039   R-squared       =    0.0004
-------------+----------------------------------   Adj R-squared   =   -0.0008
       Total |  84.0073082       820  .102447937   Root MSE        =     .3202

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |   .0131264   .0224007     0.59   0.558    -.0308431    .0570958
       _cons |    .109589   .0152999     7.16   0.000     .0795574    .1396207
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       819
-------------+----------------------------------   F(1, 817)       =      0.20
       Model |  .012549542         1  .012549542   Prob > F        =    0.6576
    Residual |  52.1583906       817  .063841359   R-squared       =    0.0002
-------------+----------------------------------   Adj R-squared   =   -0.0010
       Total |  52.1709402       818  .063778655   Root MSE        =    .25267

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |   .0078941   .0178048     0.44   0.658    -.0270545    .0428427
       _cons |   .0649351   .0117552     5.52   0.000     .0418611     .088009
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       801
-------------+----------------------------------   F(1, 799)       =     11.88
       Model |  2.90922096         1  2.90922096   Prob > F        =    0.0006
    Residual |  195.585161       799  .244787436   R-squared       =    0.0147
-------------+----------------------------------   Adj R-squared   =    0.0134
       Total |  198.494382       800  .248117978   Root MSE        =    .49476

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.1217495   .0353162    -3.45   0.001    -.1910729   -.0524261
       _cons |   .5054705   .0231439    21.84   0.000     .4600404    .5509005
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       808
-------------+----------------------------------   F(1, 806)       =      7.59
       Model |  1.84388873         1  1.84388873   Prob > F        =    0.0060
    Residual |  195.847943       806  .242987522   R-squared       =    0.0093
-------------+----------------------------------   Adj R-squared   =    0.0081
       Total |  197.691832       807  .244971291   Root MSE        =    .49294

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0962816   .0349517    -2.75   0.006    -.1648887   -.0276746
       _cons |    .469163   .0231347    20.28   0.000     .4237516    .5145744
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       762
-------------+----------------------------------   F(1, 760)       =      9.63
       Model |  1.49165867         1  1.49165867   Prob > F        =    0.0020
    Residual |  117.762935       760   .15495123   R-squared       =    0.0125
-------------+----------------------------------   Adj R-squared   =    0.0112
       Total |  119.254593       761  .156707744   Root MSE        =    .39364

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0892606   .0287688    -3.10   0.002    -.1457364   -.0327847
       _cons |   .8445476   .0189609    44.54   0.000     .8073256    .8817695
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       835
-------------+----------------------------------   F(1, 833)       =      5.52
       Model |  .805801663         1  .805801663   Prob > F        =    0.0190
    Residual |  121.606174       833  .145985804   R-squared       =    0.0066
-------------+----------------------------------   Adj R-squared   =    0.0054
       Total |  122.411976       834   .14677695   Root MSE        =    .38208

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0624392   .0265765    -2.35   0.019     -.114604   -.0102743
       _cons |   .8496732    .017834    47.64   0.000     .8146683    .8846781
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       793
-------------+----------------------------------   F(1, 791)       =      5.16
       Model |  1.28256919         1  1.28256919   Prob > F        =    0.0234
    Residual |  196.702298       791  .248675472   R-squared       =    0.0065
-------------+----------------------------------   Adj R-squared   =    0.0052
       Total |  197.984868       792  .249980893   Root MSE        =    .49867

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0812622    .035782    -2.27   0.023    -.1515011   -.0110233
       _cons |   .5165563   .0234297    22.05   0.000     .4705645    .5625481
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       839
-------------+----------------------------------   F(1, 837)       =     43.74
       Model |   9.1642025         1   9.1642025   Prob > F        =    0.0000
    Residual |   175.35308       837  .209501888   R-squared       =    0.0497
-------------+----------------------------------   Adj R-squared   =    0.0485
       Total |  184.517282       838  .220187688   Root MSE        =    .45771

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.2135057   .0322817    -6.61   0.000    -.2768682   -.1501431
       _cons |   .7584158    .020368    37.24   0.000     .7184375    .7983942
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       797
-------------+----------------------------------   F(1, 795)       =     64.26
       Model |  12.0764557         1  12.0764557   Prob > F        =    0.0000
    Residual |  149.404096       795  .187929681   R-squared       =    0.0748
-------------+----------------------------------   Adj R-squared   =    0.0736
       Total |  161.480552       796  .202865015   Root MSE        =    .43351

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.2493765   .0311088    -8.02   0.000    -.3104416   -.1883114
       _cons |   .8225108   .0201686    40.78   0.000     .7829207    .8621009
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       803
-------------+----------------------------------   F(1, 801)       =     42.54
       Model |  10.1061699         1  10.1061699   Prob > F        =    0.0000
    Residual |  190.304789       801  .237584006   R-squared       =    0.0504
-------------+----------------------------------   Adj R-squared   =    0.0492
       Total |  200.410959       802  .249888976   Root MSE        =    .48743

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.2259572   .0346451    -6.52   0.000    -.2939631   -.1579514
       _cons |   .5790646   .0230031    25.17   0.000     .5339112     .624218
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       798
-------------+----------------------------------   F(1, 796)       =     12.34
       Model |  2.76059584         1  2.76059584   Prob > F        =    0.0005
    Residual |  178.087775       796  .223728361   R-squared       =    0.0153
-------------+----------------------------------   Adj R-squared   =    0.0140
       Total |  180.848371       797  .226911381   Root MSE        =      .473

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.1180134   .0335962    -3.51   0.000     -.183961   -.0520657
       _cons |   .4013921   .0227836    17.62   0.000     .3566691    .4461151
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       800
-------------+----------------------------------   F(1, 798)       =      6.39
       Model |  1.47970901         1  1.47970901   Prob > F        =    0.0117
    Residual |  184.739041       798  .231502558   R-squared       =    0.0079
-------------+----------------------------------   Adj R-squared   =    0.0067
       Total |   186.21875       799  .233064768   Root MSE        =    .48115

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0865643   .0342396    -2.53   0.012    -.1537747    -.019354
       _cons |   .6696629   .0228086    29.36   0.000     .6248911    .7144348
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       778
-------------+----------------------------------   F(1, 776)       =      1.92
       Model |  .445832298         1  .445832298   Prob > F        =    0.1665
    Residual |  180.417921       776  .232497321   R-squared       =    0.0025
-------------+----------------------------------   Adj R-squared   =    0.0012
       Total |  180.863753       777  .232771883   Root MSE        =    .48218

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0483627   .0349248    -1.38   0.167     -.116921    .0201956
       _cons |   .6531532   .0228832    28.54   0.000     .6082328    .6980735
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       805
-------------+----------------------------------   F(1, 803)       =     14.05
       Model |  2.81764825         1  2.81764825   Prob > F        =    0.0002
    Residual |  161.038252       803  .200545769   R-squared       =    0.0172
-------------+----------------------------------   Adj R-squared   =    0.0160
       Total |  163.855901       804  .203800871   Root MSE        =    .44782

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.1201826   .0320631    -3.75   0.000      -.18312   -.0572453
       _cons |   .3340381   .0205909    16.22   0.000     .2936196    .3744565
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       812
-------------+----------------------------------   F(1, 810)       =      0.20
       Model |   .03560976         1   .03560976   Prob > F        =    0.6551
    Residual |  144.437297       810   .17831765   R-squared       =    0.0002
-------------+----------------------------------   Adj R-squared   =   -0.0010
       Total |  144.472906       811  .178141685   Root MSE        =    .42228

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0133866    .029956    -0.45   0.655    -.0721872    .0454139
       _cons |   .7741935   .0195826    39.53   0.000     .7357549    .8126322
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       815
-------------+----------------------------------   F(1, 813)       =      0.01
       Model |   .00102245         1   .00102245   Prob > F        =    0.9126
    Residual |   68.911861       813  .084762437   R-squared       =    0.0000
-------------+----------------------------------   Adj R-squared   =   -0.0012
       Total |  68.9128834       814  .084659562   Root MSE        =    .29114

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0022644   .0206173    -0.11   0.913    -.0427339    .0382051
       _cons |   .0942184   .0134723     6.99   0.000     .0677737    .1206631
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       849
-------------+----------------------------------   F(1, 847)       =     13.86
       Model |  1.80604605         1  1.80604605   Prob > F        =    0.0002
    Residual |  110.358854       847  .130293806   R-squared       =    0.0161
-------------+----------------------------------   Adj R-squared   =    0.0149
       Total |    112.1649       848  .132269929   Root MSE        =    .36096

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0935815   .0251355    -3.72   0.000    -.1429167   -.0442463
       _cons |   .1955645   .0162077    12.07   0.000     .1637526    .2273765
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       810
-------------+----------------------------------   F(1, 808)       =      0.03
       Model |   .00434571         1   .00434571   Prob > F        =    0.8610
    Residual |  114.484543       808  .141688791   R-squared       =    0.0000
-------------+----------------------------------   Adj R-squared   =   -0.0012
       Total |  114.488889       809  .141519022   Root MSE        =    .37642

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |   .0046934   .0267992     0.18   0.861    -.0479109    .0572976
       _cons |   .8276596   .0173628    47.67   0.000     .7935781     .861741
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       812
-------------+----------------------------------   F(1, 810)       =     20.37
       Model |   4.9158213         1   4.9158213   Prob > F        =    0.0000
    Residual |  195.478267       810  .241331194   R-squared       =    0.0245
-------------+----------------------------------   Adj R-squared   =    0.0233
       Total |  200.394089       811  .247095054   Root MSE        =    .49125

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |   -.157648   .0349299    -4.51   0.000    -.2262117   -.0890842
       _cons |   .5095541   .0226358    22.51   0.000     .4651224    .5539859
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

      Source |       SS           df       MS      Number of obs   =       818
-------------+----------------------------------   F(1, 816)       =      1.80
       Model |  .342673617         1  .342673617   Prob > F        =    0.1806
    Residual |  155.745346       816  .190864395   R-squared       =    0.0022
-------------+----------------------------------   Adj R-squared   =    0.0010
       Total |   156.08802       817  .191050208   Root MSE        =    .43688

------------------------------------------------------------------------------
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0417621   .0311677    -1.34   0.181    -.1029403    .0194162
       _cons |   .2734694   .0197362    13.86   0.000     .2347296    .3122092
------------------------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

. 
. collapse (mean) point ll ul, by(statement)

. 
. gsort +point

. gen ordernum=_n

. export delimited statement using "Figures/fig9ylabels.csv", replace /*use this to generate label order
> */
file Figures/fig9ylabels.csv saved

.  
. *Figure 9
. twoway (scatter ordernum point, xlabel(-.3 "-30%" -.2 "-20%" -.1 "-10%"0 "0%" .1 "+10%",labsize(*.8)) 
> msymbol(O) mcolor(green)) ///
> (rspike ll ul ordernum, horizontal lcolor(green) scheme(s2color) legend(off) graphregion(fcolor(white)
>  lcolor(white) ifcolor(white) ilcolor(white)) ///
> plotregion(fcolor(white) lcolor(white) ifcolor(white) ilcolor(white)) xtitle(`"Change in percentage an
> swering U.S. "fully" or "mostly meets" standard"', ///
> size(*.7)) ylabel(27 "Candidates disclose info" 26 "Compromise sought" 25 "Campaign funds transparent"
>  24 "Contribs not determine policy" ///
> 23 "Districts not biased" 22 "Protest tolerated" 21 "Participation high" 20 "All parties allowed" 19 "
> Opinions heard on policy" 18 "Votes have equal impact" ///
> 17 "No political violence" 16 "Common understanding of facts" 15 "Free speech" 14 "Agencies do not pun
> ish" 13 "Investigations not compromised" ///
> 12 "No interference with press" 11 "Fraud-free elections" 10 "Patriotism not questioned" 9 "Equal voti
> ng rights" 8 "No foreign influence" ///
> 7 "No private gains from office" 6 "Equal political/legal rights" 5 "Sanctions for misconduct" 4 "Cons
> titution limits executive" 3 "Judicial independence" ///
> 2 "Legislature can limit executive" 1 "Judiciary can limit executive", angle(0) labsize(*.75)) ytitle(
> "") xline(0,lcolor(gs10)))

. 
. graph export "Figures/fig9.png", width(2000) replace
(file Figures/fig9.png written in PNG format)

. graph export "Figures/fig9.tif", width(10000) replace
(file Figures/fig9.tif written in TIFF format)

. 
. restore

. 
. 
. 
. 
. egen statementnum2 = group(statement)

. gen statementmeanW6experts=.
(173,610 missing values generated)

. gen expertll=.
(173,610 missing values generated)

. gen expertul=.
(173,610 missing values generated)

. forvalues i = 1/27 { 
  2. mean binaryperf if statementnum2 == `i' & wave == 6 
  3. matrix A=r(table)
  4. local blah=A[1,1]
  5. replace statementmeanW6experts = `blah' if statementnum2 == `i' 
  6. local blah2=A[5,1]
  7. replace expertll = `blah2' if statementnum2 == `i' 
  8. local blah3=A[6,1]
  9. replace expertul = `blah3' if statementnum2 == `i' 
 10. } 

Mean estimation                   Number of obs   =        371

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6010782   .0254571      .5510195    .6511369
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        349

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .8567335   .0187804      .8197961     .893671
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        369

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3143631   .0242013      .2667729    .3619534
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        364

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6703297   .0246735      .6218087    .7188506
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        346

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .0780347   .0144408      .0496316    .1064378
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        360

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .0833333   .0145871      .0546465    .1120202
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        337

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3412463   .0258658       .290367    .3921256
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        383

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1227154   .0167876      .0897078     .155723
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        357

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .0728291   .0137723      .0457438    .0999145
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        344

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3837209   .0262573      .3320754    .4353664
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        354

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3728814   .0257379      .3222625    .4235002
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        331

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .755287   .0236661      .7087315    .8018425
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        376

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .787234   .0211343      .7456775    .8287906
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        340

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4352941   .0269279      .3823273     .488261
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        334

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5449102   .0272891      .4912295    .5985909
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        335

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5731343   .0270645      .5198959    .6263728
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        354

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3531073    .025438      .3030783    .4031363
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        367

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2833787   .0235553      .2370581    .3296994
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        355

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5830986   .0262051      .5315613    .6346359
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        334

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6047904   .0267913      .5520889     .657492
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        332

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2138554   .0225371      .1695215    .2581894
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        347

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .7608069   .0229337         .7157    .8059139
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        348

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .091954   .0155122      .0614442    .1224639
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        353

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .101983     .01613      .0702597    .1337063
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        340

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .8323529   .0202886      .7924456    .8722603
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        341

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3519062   .0258996      .3009625    .4028498
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        328

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2317073   .0233324      .1858068    .2776079
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

. 
. gen statementmeanW2experts=.
(173,610 missing values generated)

. gen expertw2ll=.
(173,610 missing values generated)

. gen expertw2ul=.
(173,610 missing values generated)

. forvalues i = 1/27 { 
  2. mean binaryperf if statementnum2 == `i' & wave == 2 
  3. matrix A=r(table)
  4. local blah=A[1,1]
  5. replace statementmeanW2experts = `blah' if statementnum2 == `i' 
  6. local blah2=A[5,1]
  7. replace expertw2ll = `blah2' if statementnum2 == `i' 
  8. local blah3=A[6,1]
  9. replace expertw2ul = `blah3' if statementnum2 == `i' 
 10. } 

Mean estimation                   Number of obs   =        574

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6428571   .0200171      .6035413     .682173
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        558

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .8458781   .0152988      .8158277    .8759286
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        581

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3442341   .0197282      .3054867    .3829815
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        579

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6804836   .0193951      .6423902     .718577
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        582

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1013746   .0125218      .0767811     .125968
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        583

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1149228     .01322       .088958    .1408876
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        520

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3980769   .0214867      .3558653    .4402886
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        608

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1743421   .0153995      .1440993    .2045849
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        583

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .0703259   .0105989      .0495091    .0911427
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        567

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .340388    .019917      .3012678    .3795082
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        572

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3479021   .0199327      .3087517    .3870525
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        577

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .8422877   .0151863      .8124604     .872115
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        564

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .7996454   .0168692      .7665112    .8327796
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        572

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3653846   .0201517      .3258041    .4049652
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        596

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5855705   .0201956      .5459072    .6252338
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        592

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .7652027   .0174358      .7309591    .7994463
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        580

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4155172   .0204805      .3752921    .4557424
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        577

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3656846   .0200676        .32627    .4050991
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        600

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6316667   .0197084      .5929607    .6703726
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        577

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6932409   .0192145      .6555018      .73098
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        548

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2883212   .0193681      .2502762    .3263661
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        574

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .7543554   .0179831      .7190346    .7896762
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        579

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1036269    .012677      .0787283    .1285256
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        588

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1887755   .0161519      .1570529    .2204981
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        556

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .8057554   .0167931      .7727697    .8387411
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        575

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4504348   .0207668      .4096466     .491223
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        570

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2403509   .0179132      .2051668    .2755349
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

. 
. gen statementmeanW1experts=.
(173,610 missing values generated)

. gen expertw1ll=.
(173,610 missing values generated)

. gen expertw1ul=.
(173,610 missing values generated)

. egen wave1num=group(statementnum2) if wave==1 & binaryperf!=.
(147595 missing values generated)

. forvalues i = 1/17 { 
  2. mean binaryperf if wave1num == `i' & wave == 1 
  3. matrix A=r(table)
  4. local blah=A[1,1]
  5. replace statementmeanW1experts = `blah' if wave1num == `i' 
  6. local blah2=A[5,1]
  7. replace expertw1ll = `blah2' if wave1num == `i' 
  8. local blah3=A[6,1]
  9. replace expertw1ul = `blah3' if wave1num == `i' 
 10. } 

Mean estimation                   Number of obs   =      1,494

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6318608   .0124821      .6073765     .656345
--------------------------------------------------------------
(1,494 real changes made)
(1,494 real changes made)
(1,494 real changes made)

Mean estimation                   Number of obs   =      1,527

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .8454486   .0092534      .8272978    .8635994
--------------------------------------------------------------
(1,527 real changes made)
(1,527 real changes made)
(1,527 real changes made)

Mean estimation                   Number of obs   =      1,518

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5223979   .0128245      .4972422    .5475536
--------------------------------------------------------------
(1,518 real changes made)
(1,518 real changes made)
(1,518 real changes made)

Mean estimation                   Number of obs   =      1,554

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4324324   .0125714      .4077738    .4570911
--------------------------------------------------------------
(1,554 real changes made)
(1,554 real changes made)
(1,554 real changes made)

Mean estimation                   Number of obs   =      1,556

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3708226   .0122491      .3467961    .3948491
--------------------------------------------------------------
(1,556 real changes made)
(1,556 real changes made)
(1,556 real changes made)

Mean estimation                   Number of obs   =      1,533

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .8799739   .0083032      .8636871    .8962607
--------------------------------------------------------------
(1,533 real changes made)
(1,533 real changes made)
(1,533 real changes made)

Mean estimation                   Number of obs   =      1,551

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .8156028   .0098503      .7962815    .8349242
--------------------------------------------------------------
(1,551 real changes made)
(1,551 real changes made)
(1,551 real changes made)

Mean estimation                   Number of obs   =      1,545

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6537217   .0121084      .6299711    .6774723
--------------------------------------------------------------
(1,545 real changes made)
(1,545 real changes made)
(1,545 real changes made)

Mean estimation                   Number of obs   =      1,520

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .8138158   .0099875      .7942251    .8334065
--------------------------------------------------------------
(1,520 real changes made)
(1,520 real changes made)
(1,520 real changes made)

Mean estimation                   Number of obs   =      1,522

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5302234   .0127971      .5051216    .5553252
--------------------------------------------------------------
(1,522 real changes made)
(1,522 real changes made)
(1,522 real changes made)

Mean estimation                   Number of obs   =      1,451

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4569263   .0130818      .4312649    .4825876
--------------------------------------------------------------
(1,451 real changes made)
(1,451 real changes made)
(1,451 real changes made)

Mean estimation                   Number of obs   =      1,542

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6627756   .0120432      .6391528    .6863984
--------------------------------------------------------------
(1,542 real changes made)
(1,542 real changes made)
(1,542 real changes made)

Mean estimation                   Number of obs   =      1,530

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6915033   .0118119      .6683341    .7146724
--------------------------------------------------------------
(1,530 real changes made)
(1,530 real changes made)
(1,530 real changes made)

Mean estimation                   Number of obs   =      1,548

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2797158   .0114121       .257331    .3021006
--------------------------------------------------------------
(1,548 real changes made)
(1,548 real changes made)
(1,548 real changes made)

Mean estimation                   Number of obs   =      1,545

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .168932   .0095357      .1502278    .1876362
--------------------------------------------------------------
(1,545 real changes made)
(1,545 real changes made)
(1,545 real changes made)

Mean estimation                   Number of obs   =      1,535

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4612378   .0127277      .4362723    .4862032
--------------------------------------------------------------
(1,535 real changes made)
(1,535 real changes made)
(1,535 real changes made)

Mean estimation                   Number of obs   =      1,544

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2428756   .0109167      .2214625    .2642888
--------------------------------------------------------------
(1,544 real changes made)
(1,544 real changes made)
(1,544 real changes made)

. 
. preserve

. 
. collapse (mean) expertw1ll expertw2ll expertll expertw1ul expertw2ul expertul statementmeanW1experts s
> tatementmeanW2experts statementmeanW6experts, by(statement)

. 
. gsort +statementmeanW6experts

. gen ordernum=_n

. export delimited statement using "Figures/fig8ylabels.csv", replace 
file Figures/fig8ylabels.csv saved

.  
. gen expertw1fake=.
(27 missing values generated)

. gen expertw2fake=.
(27 missing values generated)

. gen expertw6fake=.
(27 missing values generated)

.  
. *Figure 8
. twoway (scatter ordernum statementmeanW1experts if statementmeanW1experts!=., ///
> xlabel(0 "0%" .2 "20%" .4 "40%" .6 "60%" .8 "80%" 1 "100%",labsize(*.8)) msymbol(Oh) mcolor(green*0.5)
> ) ///
> (rspike expertw1ll expertw1ul ordernum if statementmeanW1experts!=., horizontal lcolor(green*0.5) sche
> me(s2color) ///
> legend(row(1) pos(6) order(7 8 9) size(*.675) label(7 "Wave 1 (Feb. 2017)") label(8 "Wave 2 (May 2017)
> ") ///
> label(9 "Wave 6 (July 2018)") symxsize(*.475)) graphregion(fcolor(white) lcolor(white) ifcolor(white) 
> ilcolor(white)) ///
> plotregion(fcolor(white) lcolor(white) ifcolor(white) ilcolor(white)) ///
> xtitle(`"Percentage who answered U.S. "fully" or "mostly meets" standard"', size(*.7))) ///
> (scatter ordernum statementmeanW2experts if statementmeanW1experts==., msymbol(Th) mcolor(green*0.7)) 
> ///
> (rspike expertw2ll expertw2ul ordernum if statementmeanW1experts==., horizontal lcolor(green*0.7)) ///
> (scatter ordernum statementmeanW6experts, msymbol(Sh) mcolor(green)) (rspike expertll expertul ordernu
> m, horizontal lcolor(green)) ///
> (connected ordernum expertw1fake, xscale(r(0 1)) msymbol(Oh) mcolor(green*0.5) lcolor(green*0.5)) ///
> (connected ordernum expertw2fake, xscale(r(0 1)) msymbol(Th) mcolor(green*0.7) lcolor(green*0.7) ///
> ylabel(27 "All parties allowed" 26 "Protest tolerated" 25 "Free speech" 24 "Opinions heard on policy" 
> 23 "Fraud-free elections" ///
> 22 "Candidates disclose info" 21 "No political violence" 20 "Agencies do not punish" 19 "No interferen
> ce with press" 18 "Judiciary can limit executive" ///
> 17 "Judicial independence" 16 "Investigations not compromised" 15 "Equal political/legal rights" 14 "E
> qual voting rights" ///
> 13 "Legislature can limit executive" 12 "Sanctions for misconduct" 11 "Constitution limits executive" 
> 10 "Campaign funds transparent" ///
> 9 "No foreign influence" 8 "Votes have equal impact" 7 "No private gains from office" 6 "Contribs not 
> determine policy" 5 "Patriotism not questioned" ///
> 4 "Participation high" 3 "Compromise sought" 2 "Common understanding of facts" 1 "Districts not biased
> ", ///
> angle(0) labsize(*.75)) ytitle(""))(connected ordernum expertw6fake, msymbol(Sh) mcolor(green) lcolor(
> green) ytitle(""))

. 
. graph export "Figures/fig8.png", width(2000) replace
(file Figures/fig8.png written in PNG format)

. graph export "Figures/fig8.tif", width(10000) replace
(file Figures/fig8.tif written in TIFF format)

. 
. restore

. 
. 
. 
. 
. 
. 
. 
. *Public
. 
. set more off

. use "Data/BLW_Public_Waves3456.dta", clear
( )

. gen expert=0

. 
. *Reshape to create the single variable perf_ indicating US performance for each statement
. reshape long perf_, i(caseid) j(statement) string
(note: j = ban_ideology candidates_disclose common_und compromise contributions districts election_fraud
>  equal_rights expand_executive foreign free_speech funds_transparent investigations journalists judici
> al_ind judiciary_check legislature_check misconduct monitor_opponents opinions participation patriotis
> m private_gain private_violence protest votes_impact voting_rights)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                     9000   ->  243000
Number of variables                 131   ->     106
j variable (27 values)                    ->   statement
xij variables:
perf_ban_ideology perf_candidates_disclose ... perf_voting_rights->perf_
-----------------------------------------------------------------------------

. 
. *Rename again to create labels
. gen statement2 = "All parties allowed" if statement == "ban_ideology" 
(234,000 missing values generated)

. replace statement2 = "Free speech" if statement == "free_speech"
(9,000 real changes made)

. replace statement2 = "Fraud-free elections" if statement == "election_fraud"
variable statement2 was str19 now str20
(9,000 real changes made)

. replace statement2 = "Protest tolerated" if statement == "protest"
(9,000 real changes made)

. replace statement2 = "Judiciary can limit executive" if statement == "judiciary_check"
variable statement2 was str20 now str29
(9,000 real changes made)

. replace statement2 = "Opinions heard on policy" if statement == "opinions"
(9,000 real changes made)

. replace statement2 = "Judicial independence" if statement == "judicial_ind"
(9,000 real changes made)

. replace statement2 = "No interference with press" if statement == "journalists"
(9,000 real changes made)

. replace statement2 = "Agencies do not punish" if statement == "monitor_opponents"
(9,000 real changes made)

. replace statement2 = "No political violence" if statement == "private_violence"
(9,000 real changes made)

. replace statement2 = "Candidates disclose info" if statement == "candidates_disclose"
(9,000 real changes made)

. replace statement2 = "Legislature can limit executive" if statement == "legislature_check"
variable statement2 was str29 now str31
(9,000 real changes made)

. replace statement2 = "Constitution limits executive" if statement == "expand_executive"
(9,000 real changes made)

. replace statement2 = "Investigations not compromised" if statement == "investigations"
(9,000 real changes made)

. replace statement2 = "Sanctions for misconduct" if statement == "misconduct"
(9,000 real changes made)

. replace statement2 = "Equal political/legal rights" if statement == "equal_rights"
(9,000 real changes made)

. replace statement2 = "Equal voting rights" if statement == "voting_rights"
(9,000 real changes made)

. replace statement2 = "No foreign influence" if statement == "foreign"
(9,000 real changes made)

. replace statement2 = "No private gains from office" if statement == "private_gain"
(9,000 real changes made)

. replace statement2 = "Campaign funds transparent" if statement == "funds_transparent"
(9,000 real changes made)

. replace statement2 = "Votes have equal impact" if statement == "votes_impact"
(9,000 real changes made)

. replace statement2 = "Patriotism not questioned" if statement == "patriotism"
(9,000 real changes made)

. replace statement2 = "Common understanding of facts" if statement == "common_und"
(9,000 real changes made)

. replace statement2 = "Contribs not determine policy" if statement == "contributions"
(9,000 real changes made)

. replace statement2 = "Participation high" if statement == "participation"
(9,000 real changes made)

. replace statement2 = "Compromise sought" if statement == "compromise"
(9,000 real changes made)

. replace statement2 = "Districts not biased" if statement == "districts"
(9,000 real changes made)

. 
. *Create binary measure
. gen binaryperf=.
(243,000 missing values generated)

. replace binaryperf=0 if (perf_ == 1 | perf_ == 2)
(59,371 real changes made)

. replace binaryperf=1 if (perf_ == 3 | perf_ == 4)
(35,875 real changes made)

. 
. *create ordering variable
. egen statementnum = group(statement)

. svyset [pweight=weight]

      pweight: weight
          VCE: linearized
  Single unit: missing
     Strata 1: <one>
         SU 1: <observations>
        FPC 1: <zero>

. 
. gen statementmean=.
(243,000 missing values generated)

. forvalues i = 1/27 { 
  2. svy: mean binaryperf if statementnum == `i' & wave == 6
  3. matrix A=e(b)
  4. local blah=A[1,1]
  5. replace statementmean = `blah' if statementnum == `i' 
  6. } 
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        880
Number of PSUs   =     880        Population size =   861.8306
                                  Design df       =        879

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4938931   .0191353      .4563369    .5314493
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        905
Number of PSUs   =     905        Population size =   905.2902
                                  Design df       =        904

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4633423   .0189651      .4261216    .5005629
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        898
Number of PSUs   =     898        Population size =    885.438
                                  Design df       =        897

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1851399   .0147529      .1561856    .2140942
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        846
Number of PSUs   =     846        Population size =   831.9929
                                  Design df       =        845

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1943738   .0160244      .1629215     .225826
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        877
Number of PSUs   =     877        Population size =   874.1024
                                  Design df       =        876

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2276233   .0173532      .1935646     .261682
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        819
Number of PSUs   =     819        Population size =   806.8917
                                  Design df       =        818

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2873954   .0182035      .2516645    .3231264
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        953
Number of PSUs   =     953        Population size =   945.9131
                                  Design df       =        952

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4388011    .018156      .4031708    .4744314
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        960
Number of PSUs   =     960        Population size =    938.465
                                  Design df       =        959

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3837087    .017547      .3492738    .4181436
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        861
Number of PSUs   =     861        Population size =    832.449
                                  Design df       =        860

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .452612   .0189457      .4154267    .4897973
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        923
Number of PSUs   =     923        Population size =   906.2919
                                  Design df       =        922

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3371604   .0181053       .301628    .3726927
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        934
Number of PSUs   =     934        Population size =   910.1358
                                  Design df       =        933

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |     .47876   .0183303      .4427866    .5147334
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        881
Number of PSUs   =     881        Population size =    864.236
                                  Design df       =        880

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3095344   .0168037      .2765543    .3425145
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        888
Number of PSUs   =     888        Population size =    873.387
                                  Design df       =        887

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2584905   .0176129      .2239226    .2930583
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        944
Number of PSUs   =     944        Population size =   913.1947
                                  Design df       =        943

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3674334   .0171976      .3336833    .4011835
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        867
Number of PSUs   =     867        Population size =   854.6193
                                  Design df       =        866

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3923312   .0187502      .3555301    .4291323
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        860
Number of PSUs   =     860        Population size =   845.5667
                                  Design df       =        859

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4511285   .0188992      .4140344    .4882226
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        834
Number of PSUs   =     834        Population size =   823.7255
                                  Design df       =        833

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4318922   .0198122      .3930044      .47078
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        844
Number of PSUs   =     844        Population size =    840.566
                                  Design df       =        843

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2494016   .0184822      .2131251    .2856781
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        864
Number of PSUs   =     864        Population size =   837.4068
                                  Design df       =        863

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3051811    .018068      .2697187    .3406434
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        934
Number of PSUs   =     934        Population size =   933.9429
                                  Design df       =        933

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5149558   .0186742      .4783076     .551604
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        900
Number of PSUs   =     900        Population size =   878.9731
                                  Design df       =        899

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3206987   .0186475      .2841011    .3572963
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        896
Number of PSUs   =     896        Population size =    855.307
                                  Design df       =        895

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1613823   .0139063      .1340895     .188675
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        903
Number of PSUs   =     903        Population size =   868.5595
                                  Design df       =        902

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1624025   .0143384      .1342619    .1905431
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        854
Number of PSUs   =     854        Population size =   838.9788
                                  Design df       =        853

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2765917   .0172197      .2427938    .3103897
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        934
Number of PSUs   =     934        Population size =   912.6834
                                  Design df       =        933

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5481929   .0182197      .5124365    .5839493
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        909
Number of PSUs   =     909        Population size =   908.4321
                                  Design df       =        908

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .407051   .0186151      .3705174    .4435847
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        957
Number of PSUs   =     957        Population size =   957.0776
                                  Design df       =        956

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6000554   .0178961      .5649353    .6351755
--------------------------------------------------------------
(9,000 real changes made)

. 
. gen statementmean2=.
(243,000 missing values generated)

. forvalues i = 1/27 { 
  2. svy: mean binaryperf if statementnum == `i' & wave == 3
  3. matrix A=e(b)
  4. local blah=A[1,1]
  5. replace statementmean2 = `blah' if statementnum == `i' 
  6. } 
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        857
Number of PSUs   =     857        Population size = 852.564148
                                  Design df       =        856

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6216845   .0227623       .577008    .6663611
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        869
Number of PSUs   =     869        Population size = 833.149678
                                  Design df       =        868

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5232914   .0226968      .4787444    .5678383
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        853
Number of PSUs   =     853        Population size = 852.926642
                                  Design df       =        852

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3196701   .0220147      .2764606    .3628796
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        812
Number of PSUs   =     812        Population size = 800.474396
                                  Design df       =        811

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .292779   .0227048      .2482118    .3373461
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        826
Number of PSUs   =     826        Population size = 814.071708
                                  Design df       =        825

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2392386   .0219524      .1961495    .2823276
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        828
Number of PSUs   =     828        Population size = 828.349163
                                  Design df       =        827

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .359431   .0232978      .3137012    .4051609
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        907
Number of PSUs   =     907        Population size = 859.954295
                                  Design df       =        906

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5451105   .0219555      .5020209       .5882
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        904
Number of PSUs   =     904        Population size = 917.683435
                                  Design df       =        903

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5053161   .0228764       .460419    .5502131
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        832
Number of PSUs   =     832        Population size = 793.860099
                                  Design df       =        831

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5381443   .0234692      .4920784    .5842102
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        845
Number of PSUs   =     845        Population size = 798.572622
                                  Design df       =        844

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4234577    .023206      .3779095    .4690058
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        900
Number of PSUs   =     900        Population size = 902.284333
                                  Design df       =        899

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6290287   .0210135      .5877875    .6702698
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        842
Number of PSUs   =     842        Population size = 805.909088
                                  Design df       =        841

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3498744   .0229027      .3049213    .3948275
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        863
Number of PSUs   =     863        Population size = 820.267954
                                  Design df       =        862

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3281929   .0208617      .2872472    .3691386
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        876
Number of PSUs   =     876        Population size = 918.426332
                                  Design df       =        875

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5483769   .0230143      .5032072    .5935467
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        829
Number of PSUs   =     829        Population size = 809.280911
                                  Design df       =        828

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .559606   .0234854      .5135081     .605704
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        844
Number of PSUs   =     844        Population size =  842.93333
                                  Design df       =        843

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5940285   .0236097      .5476877    .6403693
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        854
Number of PSUs   =     854        Population size = 798.252573
                                  Design df       =        853

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4922035   .0224057      .4482267    .5361804
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        888
Number of PSUs   =     888        Population size = 889.453563
                                  Design df       =        887

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3331452   .0221817      .2896105    .3766798
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        849
Number of PSUs   =     849        Population size = 818.825064
                                  Design df       =        848

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4170629   .0235265      .3708859    .4632399
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        831
Number of PSUs   =     831        Population size = 800.503301
                                  Design df       =        830

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5935688   .0229451      .5485316     .638606
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        856
Number of PSUs   =     856        Population size = 807.116018
                                  Design df       =        855

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3453862   .0221793       .301854    .3889184
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        867
Number of PSUs   =     867        Population size = 822.344768
                                  Design df       =        866

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2280255   .0206453      .1875049    .2685461
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        850
Number of PSUs   =     850        Population size = 813.360305
                                  Design df       =        849

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2437045   .0201796      .2040968    .2833122
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        808
Number of PSUs   =     808        Population size = 790.846839
                                  Design df       =        807

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3515013   .0232571      .3058499    .3971528
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        913
Number of PSUs   =     913        Population size = 844.598511
                                  Design df       =        912

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5954276   .0214579       .553315    .6375402
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        881
Number of PSUs   =     881        Population size = 828.399036
                                  Design df       =        880

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5074537   .0227467      .4628097    .5520978
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        931
Number of PSUs   =     931        Population size = 914.106113
                                  Design df       =        930

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6389504   .0216217      .5965173    .6813834
--------------------------------------------------------------
(9,000 real changes made)

. 
. gen statementmean3=.
(243,000 missing values generated)

. forvalues i = 1/27 { 
  2. svy: mean binaryperf if statementnum == `i' & wave == 5
  3. matrix A=e(b)
  4. local blah=A[1,1]
  5. replace statementmean3 = `blah' if statementnum == `i' 
  6. } 
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        839
Number of PSUs   =     839        Population size =  820.60006
                                  Design df       =        838

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5353489   .0197944      .4964964    .5742013
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        914
Number of PSUs   =     914        Population size = 897.242481
                                  Design df       =        913

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4441171    .018612      .4075899    .4806442
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        906
Number of PSUs   =     906        Population size = 901.867357
                                  Design df       =        905

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2147329   .0171084      .1811561    .2483098
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        849
Number of PSUs   =     849        Population size = 847.010656
                                  Design df       =        848

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2305836   .0169766      .1972626    .2639046
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        883
Number of PSUs   =     883        Population size = 857.011487
                                  Design df       =        882

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2142109   .0184667       .177967    .2504547
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        830
Number of PSUs   =     830        Population size = 815.982256
                                  Design df       =        829

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2473873   .0174445      .2131468    .2816278
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        914
Number of PSUs   =     914        Population size = 908.558329
                                  Design df       =        913

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4891979   .0190966      .4517195    .5266763
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        890
Number of PSUs   =     890        Population size = 876.005252
                                  Design df       =        889

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4115928   .0190244      .3742548    .4489309
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        806
Number of PSUs   =     806        Population size = 785.099138
                                  Design df       =        805

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4729783    .020031      .4336591    .5122976
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        866
Number of PSUs   =     866        Population size =  847.29873
                                  Design df       =        865

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .346298   .0183172      .3103466    .3822494
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        893
Number of PSUs   =     893        Population size = 893.127981
                                  Design df       =        892

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5150948   .0191789      .4774539    .5527358
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        862
Number of PSUs   =     862        Population size = 864.206578
                                  Design df       =        861

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3272202   .0189383      .2900495    .3643909
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        886
Number of PSUs   =     886        Population size = 870.562329
                                  Design df       =        885

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2344142   .0167901      .2014611    .2673673
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        885
Number of PSUs   =     885        Population size = 872.498981
                                  Design df       =        884

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3935147   .0189322      .3563575    .4306719
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        851
Number of PSUs   =     851        Population size = 858.621177
                                  Design df       =        850

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4152129   .0200447      .3758701    .4545557
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        850
Number of PSUs   =     850        Population size = 837.059615
                                  Design df       =        849

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4871547   .0191149      .4496366    .5246728
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        868
Number of PSUs   =     868        Population size = 833.825268
                                  Design df       =        867

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4337929   .0189444      .3966105    .4709752
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        844
Number of PSUs   =     844        Population size = 824.213151
                                  Design df       =        843

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2504786   .0162152      .2186517    .2823056
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        826
Number of PSUs   =     826        Population size = 814.091145
                                  Design df       =        825

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2859311   .0177269      .2511359    .3207263
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        932
Number of PSUs   =     932        Population size = 932.970796
                                  Design df       =        931

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .496111   .0191539      .4585212    .5337009
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        907
Number of PSUs   =     907        Population size =    909.736
                                  Design df       =        906

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2978085    .018139      .2622092    .3334078
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        874
Number of PSUs   =     874        Population size = 875.002588
                                  Design df       =        873

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1408514   .0124051      .1165041    .1651986
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        934
Number of PSUs   =     934        Population size = 928.531625
                                  Design df       =        933

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1652465   .0159224      .1339986    .1964944
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        829
Number of PSUs   =     829        Population size =  818.12273
                                  Design df       =        828

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3013323   .0185682      .2648861    .3377786
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        946
Number of PSUs   =     946        Population size = 918.537869
                                  Design df       =        945

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5886654   .0174456      .5544288     .622902
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        906
Number of PSUs   =     906        Population size =  899.17009
                                  Design df       =        905

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4384908   .0189319      .4013353    .4756464
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        947
Number of PSUs   =     947        Population size = 933.663575
                                  Design df       =        946

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6115256   .0179494      .5763004    .6467509
--------------------------------------------------------------
(9,000 real changes made)

. 
. *Separate variables (and rename new ones)
. separate binaryperf, by(wave)

              storage   display    value
variable name   type    format     label      variable label
--------------------------------------------------------------------------------------------------------
binaryperf3     byte    %9.0g                 binaryperf, wave == 3
binaryperf4     byte    %9.0g                 binaryperf, wave == 4
binaryperf5     byte    %9.0g                 binaryperf, wave == 5
binaryperf6     byte    %9.0g                 binaryperf, wave == 6

. 
. gen trump = approve_trmp
(1,269 missing values generated)

. recode trump (2 = 1) (3 = 0) (4 = 0) (8 = .) (9 = .)
(trump: 192105 changes made)

. label define trumpLabel 0 "Not approve Trump" 1 "Approve Trump"

. label value trump trumpLabel

. 
. separate binaryperf, by(trump)

              storage   display    value
variable name   type    format     label      variable label
--------------------------------------------------------------------------------------------------------
binaryperf0     byte    %9.0g                 binaryperf, trump == Not approve Trump
binaryperf1     byte    %9.0g                 binaryperf, trump == Approve Trump

. rename binaryperf0 rating_notapprove

. rename binaryperf1 rating_approve

. 
. gen statementmeanW6Trump1=.
(243,000 missing values generated)

. forvalues i = 1/27 { 
  2. svy: mean binaryperf if statementnum == `i' & wave == 6 & trump == 1
  3. matrix A=e(b)
  4. local blah=A[1,1]
  5. replace statementmeanW6Trump1 = `blah' if statementnum == `i' 
  6. } 
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        391
Number of PSUs   =     391        Population size =   420.0822
                                  Design df       =        390

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5331078   .0288189       .476448    .5897676
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        388
Number of PSUs   =     388        Population size =   422.8454
                                  Design df       =        387

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5257806   .0290118        .46874    .5828211
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        392
Number of PSUs   =     392        Population size =   425.0822
                                  Design df       =        391

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2312494   .0233531       .185336    .2771628
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        362
Number of PSUs   =     362        Population size =   395.1309
                                  Design df       =        361

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2577515    .025995      .2066308    .3088723
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        388
Number of PSUs   =     388        Population size =   417.9545
                                  Design df       =        387

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3279991   .0277486      .2734422     .382556
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        359
Number of PSUs   =     359        Population size =   391.5561
                                  Design df       =        358

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4494955   .0295722      .3913385    .5076525
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        413
Number of PSUs   =     413        Population size =   457.6361
                                  Design df       =        412

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5228121   .0283146      .4671531    .5784711
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        407
Number of PSUs   =     407        Population size =   434.8506
                                  Design df       =        406

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5502455   .0275317      .4961231     .604368
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        361
Number of PSUs   =     361        Population size =   384.1305
                                  Design df       =        360

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6488654   .0273994      .5949823    .7027485
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        380
Number of PSUs   =     380        Population size =   410.4635
                                  Design df       =        379

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5634708   .0284617      .5075082    .6194334
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        386
Number of PSUs   =     386        Population size =   402.4139
                                  Design df       =        385

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5138033   .0274587      .4598156    .5677911
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        387
Number of PSUs   =     387        Population size =   415.4263
                                  Design df       =        386

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .431983   .0272716      .3783636    .4856024
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        400
Number of PSUs   =     400        Population size =   416.1277
                                  Design df       =        399

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2840837   .0243905      .2361337    .3320338
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        409
Number of PSUs   =     409        Population size =   430.4828
                                  Design df       =        408

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5116367    .027022       .458517    .5647564
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        374
Number of PSUs   =     374        Population size =   403.1773
                                  Design df       =        373

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5188221   .0285824      .4626192     .575025
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        374
Number of PSUs   =     374        Population size =   398.7998
                                  Design df       =        373

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .609911   .0286724      .5535312    .6662908
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        367
Number of PSUs   =     367        Population size =   400.9918
                                  Design df       =        366

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5993709   .0292267      .5418974    .6568443
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        376
Number of PSUs   =     376        Population size =    410.388
                                  Design df       =        375

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3124726   .0286195      .2561978    .3687473
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        382
Number of PSUs   =     382        Population size =   384.2243
                                  Design df       =        381

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3126747   .0255397      .2624582    .3628911
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        403
Number of PSUs   =     403        Population size =   437.5736
                                  Design df       =        402

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5916986   .0277179      .5372085    .6461888
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        397
Number of PSUs   =     397        Population size =    429.709
                                  Design df       =        396

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .416685   .0291623      .3593528    .4740173
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        369
Number of PSUs   =     369        Population size =   385.6198
                                  Design df       =        368

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2212573   .0227659      .1764898    .2660248
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        394
Number of PSUs   =     394        Population size =   412.5254
                                  Design df       =        393

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1945723   .0219667      .1513853    .2377592
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        381
Number of PSUs   =     381        Population size =   404.6634
                                  Design df       =        380

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2676568   .0238142      .2208326    .3144809
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        405
Number of PSUs   =     405        Population size =    434.205
                                  Design df       =        404

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6829442   .0266636      .6305276    .7353609
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        396
Number of PSUs   =     396        Population size =   436.2191
                                  Design df       =        395

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5703847   .0283155      .5147167    .6260527
--------------------------------------------------------------
(9,000 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        416
Number of PSUs   =     416        Population size =   454.9631
                                  Design df       =        415

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .8073217   .0232978      .7615253    .8531182
--------------------------------------------------------------
(9,000 real changes made)

. 
. preserve

. 
. gen point=.
(243,000 missing values generated)

. gen ll=.
(243,000 missing values generated)

. gen ul=.
(243,000 missing values generated)

. forval i=1/27 {
  2. svy: reg binaryperf i.wave if (wave==3 | wave==6) & statementnum==`i'
  3. matrix A=r(table)
  4. replace point=A[1,2] if statementnum==`i'
  5. replace ll=A[5,2] if statementnum==`i'
  6. replace ul=A[6,2] if statementnum==`i'
  7. }
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,737
Number of PSUs     =     1,737                  Population size   = 1,714.3947
                                                Design df         =      1,736
                                                F(   1,   1736)   =      18.48
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0165

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.1277914   .0297283    -4.30   0.000    -.1860984   -.0694843
       _cons |   .6216845   .0227556    27.32   0.000     .5770532    .6663158
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,774
Number of PSUs     =     1,774                  Population size   = 1,738.4399
                                                Design df         =      1,773
                                                F(   1,   1773)   =       4.11
                                                Prob > F          =     0.0428
                                                R-squared         =     0.0036

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0599491   .0295689    -2.03   0.043    -.1179427   -.0019556
       _cons |   .5232914   .0226901    23.06   0.000     .4787892    .5677935
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,751
Number of PSUs     =     1,751                  Population size   = 1,738.3646
                                                Design df         =      1,750
                                                F(   1,   1750)   =      25.79
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0240

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.1345302   .0264932    -5.08   0.000    -.1864918   -.0825686
       _cons |   .3196701   .0220081    14.53   0.000     .2765051    .3628351
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,658
Number of PSUs     =     1,658                  Population size   = 1,632.4673
                                                Design df         =      1,657
                                                F(   1,   1657)   =      12.55
                                                Prob > F          =     0.0004
                                                R-squared         =     0.0132

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0984052   .0277816    -3.54   0.000    -.1528959   -.0439145
       _cons |    .292779   .0226977    12.90   0.000     .2482598    .3372981
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,703
Number of PSUs     =     1,703                  Population size   = 1,688.1741
                                                Design df         =      1,702
                                                F(   1,   1702)   =       0.17
                                                Prob > F          =     0.6780
                                                R-squared         =     0.0002

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0116152   .0279745    -0.42   0.678    -.0664832    .0432528
       _cons |   .2392386   .0219455    10.90   0.000     .1961956    .2822816
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,647
Number of PSUs     =     1,647                  Population size   = 1,635.2409
                                                Design df         =      1,646
                                                F(   1,   1646)   =       5.94
                                                Prob > F          =     0.0149
                                                R-squared         =     0.0059

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0720356   .0295571    -2.44   0.015    -.1300092    -.014062
       _cons |    .359431   .0232908    15.43   0.000     .3137483    .4051138
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,860
Number of PSUs     =     1,860                  Population size   = 1,805.8674
                                                Design df         =      1,859
                                                F(   1,   1859)   =      13.93
                                                Prob > F          =     0.0002
                                                R-squared         =     0.0113

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.1063094   .0284823    -3.73   0.000    -.1621701   -.0504487
       _cons |   .5451105   .0219493    24.83   0.000     .5020626    .5881583
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,864
Number of PSUs     =     1,864                  Population size   = 1,856.1484
                                                Design df         =      1,863
                                                F(   1,   1863)   =      17.80
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0150

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.1216073   .0288231    -4.22   0.000    -.1781363   -.0650784
       _cons |   .5053161   .0228699    22.10   0.000     .4604628    .5501693
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,693
Number of PSUs     =     1,693                  Population size   = 1,626.3091
                                                Design df         =      1,692
                                                F(   1,   1692)   =       8.05
                                                Prob > F          =     0.0046
                                                R-squared         =     0.0073

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0855323    .030153    -2.84   0.005    -.1446734   -.0263913
       _cons |   .5381443    .023462    22.94   0.000     .4921267    .5841619
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,768
Number of PSUs     =     1,768                  Population size   = 1,704.8645
                                                Design df         =      1,767
                                                F(   1,   1767)   =       8.60
                                                Prob > F          =     0.0034
                                                R-squared         =     0.0079

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0862973   .0294247    -2.93   0.003    -.1440083   -.0285864
       _cons |   .4234577   .0231988    18.25   0.000     .3779577    .4689576
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,834
Number of PSUs     =     1,834                  Population size   = 1,812.4201
                                                Design df         =      1,833
                                                F(   1,   1833)   =      29.06
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0228

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.1502687   .0278772    -5.39   0.000    -.2049431   -.0955943
       _cons |   .6290287   .0210075    29.94   0.000     .5878275    .6702298
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,723
Number of PSUs     =     1,723                  Population size   = 1,670.1451
                                                Design df         =      1,722
                                                F(   1,   1722)   =       2.02
                                                Prob > F          =     0.1556
                                                R-squared         =     0.0018

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |    -.04034   .0283976    -1.42   0.156    -.0960374    .0153574
       _cons |   .3498744   .0228957    15.28   0.000     .3049681    .3947807
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,751
Number of PSUs     =     1,751                  Population size   =  1,693.655
                                                Design df         =      1,750
                                                F(   1,   1750)   =       6.52
                                                Prob > F          =     0.0107
                                                R-squared         =     0.0059

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0697025   .0272946    -2.55   0.011     -.123236   -.0161689
       _cons |   .3281929   .0208556    15.74   0.000     .2872885    .3690974
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,820
Number of PSUs     =     1,820                  Population size   =  1,831.621
                                                Design df         =      1,819
                                                F(   1,   1819)   =      39.69
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0330

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.1809435    .028722    -6.30   0.000    -.2372751    -.124612
       _cons |   .5483769   .0230075    23.83   0.000      .503253    .5935008
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,696
Number of PSUs     =     1,696                  Population size   = 1,663.9002
                                                Design df         =      1,695
                                                F(   1,   1695)   =      31.00
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0280

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.1672748   .0300432    -5.57   0.000    -.2262005   -.1083491
       _cons |    .559606   .0234782    23.84   0.000     .5135568    .6056553
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,704
Number of PSUs     =     1,704                  Population size   =    1,688.5
                                                Design df         =      1,703
                                                F(   1,   1703)   =      22.34
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0205

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |     -.1429   .0302335    -4.73   0.000    -.2021987   -.0836014
       _cons |   .5940285   .0236027    25.17   0.000     .5477352    .6403218
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,688
Number of PSUs     =     1,688                  Population size   = 1,621.9781
                                                Design df         =      1,687
                                                F(   1,   1687)   =       4.07
                                                Prob > F          =     0.0438
                                                R-squared         =     0.0037

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0603114   .0299001    -2.02   0.044    -.1189565   -.0016662
       _cons |   .4922035   .0223993    21.97   0.000     .4482703    .5361368
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,732
Number of PSUs     =     1,732                  Population size   = 1,730.0196
                                                Design df         =      1,731
                                                F(   1,   1731)   =       8.42
                                                Prob > F          =     0.0038
                                                R-squared         =     0.0085

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0837436   .0288642    -2.90   0.004    -.1403559   -.0271312
       _cons |   .3331452   .0221756    15.02   0.000     .2896514    .3766389
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,713
Number of PSUs     =     1,713                  Population size   = 1,656.2319
                                                Design df         =      1,712
                                                F(   1,   1712)   =      14.23
                                                Prob > F          =     0.0002
                                                R-squared         =     0.0136

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.1118818   .0296552    -3.77   0.000    -.1700461   -.0537175
       _cons |   .4170629   .0235195    17.73   0.000     .3709329    .4631929
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,765
Number of PSUs     =     1,765                  Population size   = 1,734.4462
                                                Design df         =      1,764
                                                F(   1,   1764)   =       7.07
                                                Prob > F          =     0.0079
                                                R-squared         =     0.0062

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |   -.078613   .0295751    -2.66   0.008     -.136619    -.020607
       _cons |   .5935688   .0229378    25.88   0.000     .5485807    .6385568
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,756
Number of PSUs     =     1,756                  Population size   = 1,686.0891
                                                Design df         =      1,755
                                                F(   1,   1755)   =       0.73
                                                Prob > F          =     0.3942
                                                R-squared         =     0.0007

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0246876   .0289683    -0.85   0.394    -.0815036    .0321285
       _cons |   .3453862   .0221726    15.58   0.000     .3018987    .3888738
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,763
Number of PSUs     =     1,763                  Population size   = 1,677.6518
                                                Design df         =      1,762
                                                F(   1,   1762)   =       7.17
                                                Prob > F          =     0.0075
                                                R-squared         =     0.0071

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0666432   .0248849    -2.68   0.007    -.1154502   -.0178363
       _cons |   .2280255   .0206392    11.05   0.000     .1875456    .2685054
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,753
Number of PSUs     =     1,753                  Population size   = 1,681.9198
                                                Design df         =      1,752
                                                F(   1,   1752)   =      10.79
                                                Prob > F          =     0.0010
                                                R-squared         =     0.0103

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0813021   .0247477    -3.29   0.001    -.1298402   -.0327639
       _cons |   .2437045   .0201735    12.08   0.000     .2041379    .2832711
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,662
Number of PSUs     =     1,662                  Population size   = 1,629.8256
                                                Design df         =      1,661
                                                F(   1,   1661)   =       6.71
                                                Prob > F          =     0.0097
                                                R-squared         =     0.0065

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0749096   .0289292    -2.59   0.010    -.1316511   -.0181682
       _cons |   .3515013   .0232497    15.12   0.000     .3058996    .3971031
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,847
Number of PSUs     =     1,847                  Population size   = 1,757.2819
                                                Design df         =      1,846
                                                F(   1,   1846)   =       2.82
                                                Prob > F          =     0.0934
                                                R-squared         =     0.0023

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.0472346    .028142    -1.68   0.093     -.102428    .0079588
       _cons |   .5954276    .021452    27.76   0.000     .5533549    .6375003
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,790
Number of PSUs     =     1,790                  Population size   = 1,736.8311
                                                Design df         =      1,789
                                                F(   1,   1789)   =      11.67
                                                Prob > F          =     0.0006
                                                R-squared         =     0.0101

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |  -.1004027   .0293845    -3.42   0.001    -.1580342   -.0427712
       _cons |   .5074537   .0227401    22.32   0.000     .4628538    .5520537
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)
(running regress on estimation sample)

Survey: Linear regression

Number of strata   =         1                  Number of obs     =      1,888
Number of PSUs     =     1,888                  Population size   = 1,871.1837
                                                Design df         =      1,887
                                                F(   1,   1887)   =       1.92
                                                Prob > F          =     0.1659
                                                R-squared         =     0.0016

------------------------------------------------------------------------------
             |             Linearized
  binaryperf |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      6.wave |   -.038895   .0280597    -1.39   0.166    -.0939263    .0161364
       _cons |   .6389504   .0216159    29.56   0.000     .5965569    .6813439
------------------------------------------------------------------------------
(9,000 real changes made)
(9,000 real changes made)
(9,000 real changes made)

. 
. collapse (mean) point ll ul, by(statement2)

. 
. gsort +point

. gen ordernum=_n

. export delimited statement2 using "Figures/fig10ylabels.csv", replace /*use this to generate label ord
> er*/
file Figures/fig10ylabels.csv saved

. 
. *Figure 10
. twoway (scatter ordernum point, ///
> xlabel(-.3 "-30%" -.2 "-20%" -.1 "-10%"0 "0%" .1 "+10%",labsize(*.8)) msymbol(s) mcolor(purple)) ///
> (rspike ll ul ordernum, horizontal lcolor(purple) scheme(s2color) legend(off) ///
> graphregion(fcolor(white) lcolor(white) ifcolor(white) ilcolor(white)) plotregion(fcolor(white) lcolor
> (white) ifcolor(white) ilcolor(white)) ///
> xtitle(`"Change in percentage answering U.S. "fully" or "mostly meets" standard"', size(*.7)) ///
> ylabel(27 "Contribs not determine policy " 26 "Participation high " 25 "Equal voting rights " 24 "Camp
> aign funds transparent " 23 "Protest tolerated " ///
> 22 "Candidates disclose info " 21 "Legislature can limit executive " 20 "Patriotism not questioned " 1
> 9 "Investigations not compromised " ///
> 18 "Districts not biased " 17 "No political violence " 16 "Opinions heard on policy " 15 "No private g
> ains from office " 14 "Sanctions for misconduct " ///
> 13 "Constitution limits executive " 12 "No foreign influence " 11 "Compromise sought " 10 "Votes have 
> equal impact " 9 "Fraud-free elections " ///
> 8 "Agencies do not punish " 7 "Equal political/legal rights " 6 "All parties allowed " 5 "Common under
> standing of facts " 4 "Judiciary can limit executive " ///
> 3 "Free speech " 2 "Judicial independence " 1 "No interference with press", angle(0) labsize(*.75)) yt
> itle("") xline(0,lcolor(gs10)))

. 
. graph export "Figures/fig10.png", width(2000) replace
(file Figures/fig10.png written in PNG format)

. graph export "Figures/fig10.tif", width(10000) replace
(file Figures/fig10.tif written in TIFF format)

. 
. 
. restore

. 
. append using "Data/expert-perf.dta" 

. replace expert=0 if expert==.
(0 real changes made)

. rm "Data/expert-perf.dta" 

. 
. gen binaryperf0=binaryperf if expert==1 & wave==6
(407,161 missing values generated)

. 
. capture drop statementnum2

. egen statementnum2 = group(statement2)

. 
. gen statementmeanW6public=.
(416,610 missing values generated)

. gen publicll=.
(416,610 missing values generated)

. gen publicul=.
(416,610 missing values generated)

. forvalues i = 1/27 { 
  2. svy: mean binaryperf if statementnum2 == `i' & wave == 6 & expert==0
  3. matrix A=r(table)
  4. local blah=A[1,1]
  5. replace statementmeanW6public = `blah' if statementnum2 == `i' 
  6. local blah2=A[5,1]
  7. replace publicll = `blah2' if statementnum2 == `i' 
  8. local blah3=A[6,1]
  9. replace publicul = `blah3' if statementnum2 == `i' 
 10. } 
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        864
Number of PSUs   =     864        Population size =   837.4068
                                  Design df       =        863

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3051811    .018068      .2697187    .3406434
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        880
Number of PSUs   =     880        Population size =   861.8306
                                  Design df       =        879

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4938931   .0191353      .4563369    .5314493
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        881
Number of PSUs   =     881        Population size =    864.236
                                  Design df       =        880

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3095344   .0168037      .2765543    .3425145
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        905
Number of PSUs   =     905        Population size =   905.2902
                                  Design df       =        904

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4633423   .0189651      .4261216    .5005629
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        898
Number of PSUs   =     898        Population size =    885.438
                                  Design df       =        897

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1851399   .0147529      .1561856    .2140942
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        846
Number of PSUs   =     846        Population size =   831.9929
                                  Design df       =        845

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1943738   .0160244      .1629215     .225826
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        861
Number of PSUs   =     861        Population size =    832.449
                                  Design df       =        860

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .452612   .0189457      .4154267    .4897973
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        877
Number of PSUs   =     877        Population size =   874.1024
                                  Design df       =        876

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2276233   .0173532      .1935646     .261682
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        819
Number of PSUs   =     819        Population size =   806.8917
                                  Design df       =        818

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2873954   .0182035      .2516645    .3231264
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        960
Number of PSUs   =     960        Population size =    938.465
                                  Design df       =        959

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3837087    .017547      .3492738    .4181436
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        957
Number of PSUs   =     957        Population size =   957.0776
                                  Design df       =        956

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6000554   .0178961      .5649353    .6351755
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        953
Number of PSUs   =     953        Population size =   945.9131
                                  Design df       =        952

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4388011    .018156      .4031708    .4744314
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        934
Number of PSUs   =     934        Population size =   910.1358
                                  Design df       =        933

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |     .47876   .0183303      .4427866    .5147334
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        888
Number of PSUs   =     888        Population size =    873.387
                                  Design df       =        887

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2584905   .0176129      .2239226    .2930583
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        867
Number of PSUs   =     867        Population size =   854.6193
                                  Design df       =        866

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3923312   .0187502      .3555301    .4291323
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        860
Number of PSUs   =     860        Population size =   845.5667
                                  Design df       =        859

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4511285   .0188992      .4140344    .4882226
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        834
Number of PSUs   =     834        Population size =   823.7255
                                  Design df       =        833

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4318922   .0198122      .3930044      .47078
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        923
Number of PSUs   =     923        Population size =   906.2919
                                  Design df       =        922

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3371604   .0181053       .301628    .3726927
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        944
Number of PSUs   =     944        Population size =   913.1947
                                  Design df       =        943

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3674334   .0171976      .3336833    .4011835
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        854
Number of PSUs   =     854        Population size =   838.9788
                                  Design df       =        853

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2765917   .0172197      .2427938    .3103897
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        903
Number of PSUs   =     903        Population size =   868.5595
                                  Design df       =        902

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1624025   .0143384      .1342619    .1905431
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        934
Number of PSUs   =     934        Population size =   933.9429
                                  Design df       =        933

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5149558   .0186742      .4783076     .551604
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        900
Number of PSUs   =     900        Population size =   878.9731
                                  Design df       =        899

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3206987   .0186475      .2841011    .3572963
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        896
Number of PSUs   =     896        Population size =    855.307
                                  Design df       =        895

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1613823   .0139063      .1340895     .188675
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        934
Number of PSUs   =     934        Population size =   912.6834
                                  Design df       =        933

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5481929   .0182197      .5124365    .5839493
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        844
Number of PSUs   =     844        Population size =    840.566
                                  Design df       =        843

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2494016   .0184822      .2131251    .2856781
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        909
Number of PSUs   =     909        Population size =   908.4321
                                  Design df       =        908

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .407051   .0186151      .3705174    .4435847
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)

. 
. gen statementmeanW6experts=.
(416,610 missing values generated)

. gen expertll=.
(416,610 missing values generated)

. gen expertul=.
(416,610 missing values generated)

. forvalues i = 1/27 { 
  2. mean binaryperf if statementnum2 == `i' & wave == 6 & expert==1
  3. matrix A=r(table)
  4. local blah=A[1,1]
  5. replace statementmeanW6experts = `blah' if statementnum2 == `i' & expert==1
  6. local blah2=A[5,1]
  7. replace expertll = `blah2' if statementnum2 == `i' & expert==1
  8. local blah3=A[6,1]
  9. replace expertul = `blah3' if statementnum2 == `i' & expert==1
 10. } 

Mean estimation                   Number of obs   =        371

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6010782   .0254571      .5510195    .6511369
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        349

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .8567335   .0187804      .8197961     .893671
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        369

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3143631   .0242013      .2667729    .3619534
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        364

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6703297   .0246735      .6218087    .7188506
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        346

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .0780347   .0144408      .0496316    .1064378
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        360

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .0833333   .0145871      .0546465    .1120202
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        337

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3412463   .0258658       .290367    .3921256
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        383

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1227154   .0167876      .0897078     .155723
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        357

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .0728291   .0137723      .0457438    .0999145
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        344

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3837209   .0262573      .3320754    .4353664
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        354

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3728814   .0257379      .3222625    .4235002
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        331

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .755287   .0236661      .7087315    .8018425
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        376

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .787234   .0211343      .7456775    .8287906
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        340

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4352941   .0269279      .3823273     .488261
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        334

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5449102   .0272891      .4912295    .5985909
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        335

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5731343   .0270645      .5198959    .6263728
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        354

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3531073    .025438      .3030783    .4031363
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        367

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2833787   .0235553      .2370581    .3296994
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        355

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5830986   .0262051      .5315613    .6346359
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        334

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6047904   .0267913      .5520889     .657492
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        332

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2138554   .0225371      .1695215    .2581894
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        347

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .7608069   .0229337         .7157    .8059139
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        348

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .091954   .0155122      .0614442    .1224639
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        353

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .101983     .01613      .0702597    .1337063
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        340

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .8323529   .0202886      .7924456    .8722603
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        341

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3519062   .0258996      .3009625    .4028498
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

Mean estimation                   Number of obs   =        328

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2317073   .0233324      .1858068    .2776079
--------------------------------------------------------------
(6,430 real changes made)
(6,430 real changes made)
(6,430 real changes made)

. 
. preserve

. 
. collapse (mean) publicll publicul statementmeanW6public expertll expertul statementmeanW6experts, by(s
> tatement2)

. 
. gsort +statementmeanW6experts

. gen ordernum=_n

. export delimited statement2 using "Figures/fig4ylabels.csv", replace /*use this to generate label orde
> r*/
file Figures/fig4ylabels.csv saved

.  
. gen publicfake=.
(27 missing values generated)

. gen expertfake=.
(27 missing values generated)

. 
. *Figure 4
. twoway (scatter ordernum statementmeanW6public,ylabel(1(1)27,grid) xlabel(0 "0%" .2 "20%" .4 "40%" .6 
> "60%" .8 "80%" 1 "100%",labsize(*.8)) ///
> msymbol(d) mcolor(purple)) (rspike publicll publicul ordernum, horizontal lcolor(purple) scheme(s2colo
> r) legend(row(1) pos(6) order(5 6) size(*.7) ///
> label(5 "Public") label(6 "Experts") symxsize(*.5)) graphregion(fcolor(white) lcolor(white) ifcolor(wh
> ite) ilcolor(white)) ///
> plotregion(fcolor(white) lcolor(white) ifcolor(white) ilcolor(white)) xtitle(`"Percentage who answered
>  U.S. "fully" or "mostly meets" standard"', size(*.7))) ///
> (scatter ordernum statementmeanW6experts, msymbol(Oh) mcolor(green)) (rspike expertll expertul ordernu
> m, horizontal lcolor(green)) ///
> (connected ordernum publicfake, xscale(r(0 1)) msymbol(d) mcolor(purple) lcolor(purple)) (connected or
> dernum expertfake, xscale(r(0 1)) ///
> msymbol(Oh) mcolor(green) lcolor(green) ///
> ylabel(27 "All parties allowed" 26 "Protest tolerated" 25 "Free speech" 24 "Opinions heard on policy" 
> 23 "Fraud-free elections" ///
> 22 "Candidates disclose info" 21 "No political violence" 20 "Agencies do not punish" 19 "No interferen
> ce with press" 18 "Judiciary can limit executive" ///
> 17 "Judicial independence" 16 "Investigations not compromised" 15 "Equal political/legal rights" 14 "E
> qual voting rights" ///
> 13 "Legislature can limit executive" 12 "Sanctions for misconduct" 11 "Constitution limits executive" 
> 10 "Campaign funds transparent" ///
> 9 "No foreign influence" 8 "Votes have equal impact" 7 "No private gains from office" 6 "Contribs not 
> determine policy" 5 "Patriotism not questioned" ///
> 4 "Participation high" 3 "Compromise sought" 2 "Common understanding of facts" 1 "Districts not biased
> ", ///
> angle(0) labsize(*.75)) ytitle(""))

. 
. graph export "Figures/fig4.png", width(2000) replace
(file Figures/fig4.png written in PNG format)

. graph export "Figures/fig4.tif", width(10000) replace
(file Figures/fig4.tif written in TIFF format)

. 
. restore

. 
. gen statementmeanW6disapprove=.
(416,610 missing values generated)

. gen disapprovell=.
(416,610 missing values generated)

. gen disapproveul=.
(416,610 missing values generated)

. forvalues i = 1/27 { 
  2. svy: mean binaryperf if statementnum2 == `i' & wave == 6 & trump==0
  3. matrix A=r(table)
  4. local blah=A[1,1]
  5. replace statementmeanW6disapprove = `blah' if statementnum2 == `i' 
  6. local blah2=A[5,1]
  7. replace disapprovell = `blah2' if statementnum2 == `i' 
  8. local blah3=A[6,1]
  9. replace disapproveul = `blah3' if statementnum2 == `i' 
 10. } 
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        481
Number of PSUs   =     481        Population size =    452.023
                                  Design df       =        480

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2995943     .02551      .2494693    .3497192
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        486
Number of PSUs   =     486        Population size =    439.009
                                  Design df       =        485

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4594509   .0255636      .4092218    .5096801
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        492
Number of PSUs   =     492        Population size =   447.2009
                                  Design df       =        491

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1951378   .0187171      .1583624    .2319132
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        512
Number of PSUs   =     512        Population size =   478.5723
                                  Design df       =        511

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4102774   .0254157      .3603453    .4602095
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        503
Number of PSUs   =     503        Population size =   458.3356
                                  Design df       =        502

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1414728   .0184887      .1051481    .1777974
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        481
Number of PSUs   =     481        Population size =    433.784
                                  Design df       =        480

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1380226   .0192345      .1002283    .1758169
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        498
Number of PSUs   =     498        Population size =    446.812
                                  Design df       =        497

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2820446   .0224555      .2379252     .326164
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        487
Number of PSUs   =     487        Population size =   454.2294
                                  Design df       =        486

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .136225   .0204303      .0960824    .1763676
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        458
Number of PSUs   =     458        Population size =   413.3478
                                  Design df       =        457

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1333173   .0188633      .0962478    .1703868
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        547
Number of PSUs   =     547        Population size =   498.0559
                                  Design df       =        546

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2369282   .0204692      .1967201    .2771363
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        535
Number of PSUs   =     535        Population size =   496.3963
                                  Design df       =        534

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4096553   .0245456      .3614377     .457873
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        537
Number of PSUs   =     537        Population size =   485.6876
                                  Design df       =        536

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3583404   .0224371       .314265    .4024158
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        544
Number of PSUs   =     544        Population size =   504.1842
                                  Design df       =        543

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4525868   .0247823      .4039059    .5012677
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        487
Number of PSUs   =     487        Population size =   456.4384
                                  Design df       =        486

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2356224   .0255414      .1854371    .2858076
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        492
Number of PSUs   =     492        Population size =   450.2825
                                  Design df       =        491

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .277508   .0228953      .2325231    .3224929
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        484
Number of PSUs   =     484        Population size =   444.7791
                                  Design df       =        483

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3090049    .023761      .2623171    .3556926
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        465
Number of PSUs   =     465        Population size =   420.7863
                                  Design df       =        464

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2696628   .0249782      .2205783    .3187473
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        541
Number of PSUs   =     541        Population size =   493.9099
                                  Design df       =        540

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1503948   .0205087      .1101083    .1906814
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        534
Number of PSUs   =     534        Population size =   481.5524
                                  Design df       =        533

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2394078    .019703      .2007026     .278113
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        471
Number of PSUs   =     471        Population size =    431.956
                                  Design df       =        470

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2837886   .0247823      .2350908    .3324865
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        505
Number of PSUs   =     505        Population size =   451.9062
                                  Design df       =        504

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1306061   .0188162      .0936382     .167574
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        527
Number of PSUs   =     527        Population size =   492.3173
                                  Design df       =        526

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4486296   .0254839      .3985669    .4986923
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        500
Number of PSUs   =     500        Population size =   446.4046
                                  Design df       =        499

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2285915   .0212761      .1867897    .2703933
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        523
Number of PSUs   =     523        Population size =   466.1978
                                  Design df       =        522

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .113064   .0172345      .0792066    .1469215
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        526
Number of PSUs   =     526        Population size =   475.4004
                                  Design df       =        525

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4247171   .0240136      .3775425    .4718917
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        466
Number of PSUs   =     466        Population size =   428.5184
                                  Design df       =        465

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1881263   .0231639      .1426074    .2336453
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        510
Number of PSUs   =     510        Population size =   469.3543
                                  Design df       =        509

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2552571   .0239448      .2082143    .3022999
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)

. 
. gen statementmeanW6approve=.
(416,610 missing values generated)

. gen approvell=.
(416,610 missing values generated)

. gen approveul=.
(416,610 missing values generated)

. forvalues i = 1/27 { 
  2. svy: mean binaryperf if statementnum2 == `i' & wave == 6 & trump==1
  3. matrix A=r(table)
  4. local blah=A[1,1]
  5. replace statementmeanW6approve = `blah' if statementnum2 == `i' 
  6. local blah2=A[5,1]
  7. replace approvell = `blah2' if statementnum2 == `i' 
  8. local blah3=A[6,1]
  9. replace approveul = `blah3' if statementnum2 == `i' 
 10. } 
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        382
Number of PSUs   =     382        Population size =   384.2243
                                  Design df       =        381

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3126747   .0255397      .2624582    .3628911
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        391
Number of PSUs   =     391        Population size =   420.0822
                                  Design df       =        390

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5331078   .0288189       .476448    .5897676
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        387
Number of PSUs   =     387        Population size =   415.4263
                                  Design df       =        386

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .431983   .0272716      .3783636    .4856024
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        388
Number of PSUs   =     388        Population size =   422.8454
                                  Design df       =        387

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5257806   .0290118        .46874    .5828211
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        392
Number of PSUs   =     392        Population size =   425.0822
                                  Design df       =        391

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2312494   .0233531       .185336    .2771628
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        362
Number of PSUs   =     362        Population size =   395.1309
                                  Design df       =        361

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2577515    .025995      .2066308    .3088723
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        361
Number of PSUs   =     361        Population size =   384.1305
                                  Design df       =        360

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6488654   .0273994      .5949823    .7027485
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        388
Number of PSUs   =     388        Population size =   417.9545
                                  Design df       =        387

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3279991   .0277486      .2734422     .382556
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        359
Number of PSUs   =     359        Population size =   391.5561
                                  Design df       =        358

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .4494955   .0295722      .3913385    .5076525
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        407
Number of PSUs   =     407        Population size =   434.8506
                                  Design df       =        406

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5502455   .0275317      .4961231     .604368
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        416
Number of PSUs   =     416        Population size =   454.9631
                                  Design df       =        415

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .8073217   .0232978      .7615253    .8531182
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        413
Number of PSUs   =     413        Population size =   457.6361
                                  Design df       =        412

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5228121   .0283146      .4671531    .5784711
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        386
Number of PSUs   =     386        Population size =   402.4139
                                  Design df       =        385

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5138033   .0274587      .4598156    .5677911
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        400
Number of PSUs   =     400        Population size =   416.1277
                                  Design df       =        399

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2840837   .0243905      .2361337    .3320338
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        374
Number of PSUs   =     374        Population size =   403.1773
                                  Design df       =        373

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5188221   .0285824      .4626192     .575025
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        374
Number of PSUs   =     374        Population size =   398.7998
                                  Design df       =        373

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .609911   .0286724      .5535312    .6662908
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        367
Number of PSUs   =     367        Population size =   400.9918
                                  Design df       =        366

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5993709   .0292267      .5418974    .6568443
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        380
Number of PSUs   =     380        Population size =   410.4635
                                  Design df       =        379

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5634708   .0284617      .5075082    .6194334
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        409
Number of PSUs   =     409        Population size =   430.4828
                                  Design df       =        408

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5116367    .027022       .458517    .5647564
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        381
Number of PSUs   =     381        Population size =   404.6634
                                  Design df       =        380

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2676568   .0238142      .2208326    .3144809
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        394
Number of PSUs   =     394        Population size =   412.5254
                                  Design df       =        393

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .1945723   .0219667      .1513853    .2377592
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        403
Number of PSUs   =     403        Population size =   437.5736
                                  Design df       =        402

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5916986   .0277179      .5372085    .6461888
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        397
Number of PSUs   =     397        Population size =    429.709
                                  Design df       =        396

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |    .416685   .0291623      .3593528    .4740173
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        369
Number of PSUs   =     369        Population size =   385.6198
                                  Design df       =        368

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .2212573   .0227659      .1764898    .2660248
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        405
Number of PSUs   =     405        Population size =    434.205
                                  Design df       =        404

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .6829442   .0266636      .6305276    .7353609
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        376
Number of PSUs   =     376        Population size =    410.388
                                  Design df       =        375

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .3124726   .0286195      .2561978    .3687473
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        396
Number of PSUs   =     396        Population size =   436.2191
                                  Design df       =        395

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
  binaryperf |   .5703847   .0283155      .5147167    .6260527
--------------------------------------------------------------
(15,430 real changes made)
(15,430 real changes made)
(15,430 real changes made)

. 
. preserve

. 
. collapse (mean) disapprovell disapproveul statementmeanW6disapprove approvell approveul statementmeanW
> 6approve statementmeanW6public, by(statement2)

. 
. gsort +statementmeanW6public

. gen ordernum=_n

. export delimited statement2 using "Figures/fig7ylabels.csv", replace /*use this to generate label orde
> r*/
file Figures/fig7ylabels.csv saved

.  
. gen disapprovefake=.
(27 missing values generated)

. gen approvefake=.
(27 missing values generated)

.  
. *Figure 7
. twoway (scatter ordernum statementmeanW6disapprove,ylabel(1(1)27,grid) xlabel(0 "0%" .2 "20%" .4 "40%"
>  .6 "60%" .8 "80%" 1 "100%",labsize(*.8)) ///
> msymbol(T) mcolor(blue)) (rspike disapprovell disapproveul ordernum, horizontal lcolor(blue) scheme(s2
> color) legend(row(1) pos(6) order(5 6) size(*.7) ///
> label(5 "Disapprove of Trump") label(6 "Approve of Trump") symxsize(*.5)) graphregion(fcolor(white) lc
> olor(white) ifcolor(white) ilcolor(white)) ///
> plotregion(fcolor(white) lcolor(white) ifcolor(white) ilcolor(white)) xtitle(`"Percentage who answered
>  U.S. "fully" or "mostly meets" standard"', ///
> size(*.7))) (scatter ordernum statementmeanW6approve, msymbol(Sh) mcolor(red)) (rspike approvell appro
> veul ordernum, horizontal lcolor(red)) ///
> (connected ordernum disapprovefake, xscale(r(0 1)) msymbol(T) mcolor(blue) lcolor(blue)) (connected or
> dernum approvefake, ///
> xscale(r(0 1)) msymbol(Sh) mcolor(red) lcolor(red) ///
> ylabel(27 "Equal voting rights" 26 "Protest tolerated" 25 "Opinions heard on policy" 24 "All parties a
> llowed" 23 "Free speech" 22 "Candidates disclose info" ///
> 21 "Constitution limits executive" 20 "Judiciary can limit executive" 19 "Fraud-free elections" 18 "Le
> gislature can limit executive" ///
> 17 "Votes have equal impact" 16 "Judicial independence" 15 "Equal political/legal rights" 14 "No inter
> ference with press" 13 "No foreign influence" ///
> 12 "Participation high" 11 "Campaign funds transparent" 10 "Agencies do not punish" 9 "Districts not b
> iased" 8 "No political violence" ///
> 7 "Investigations not compromised" 6 "Sanctions for misconduct" 5 "Contribs not determine policy" 4 "C
> ompromise sought" 3 "Common understanding of facts" ///
> 2 "No private gains from office" 1 "Patriotism not questioned", angle(0) labsize(*.75)) ytitle(""))

. 
. graph export "Figures/fig7.png", width(2000) replace
(file Figures/fig7.png written in PNG format)

. graph export "Figures/fig7.tif", width(10000) replace
(file Figures/fig7.tif written in TIFF format)

. 
. restore

. 
. log close
      name:  <unnamed>
       log:  C:\Users\mitch\Dropbox\BLW\POP\Searching for a Bright Line\Replication Materials\Logs/BLW-f
> igures 1,4,7,8,9,10.log
  log type:  text
 closed on:   4 Dec 2018, 22:07:16
--------------------------------------------------------------------------------------------------------
